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Papers Benchmarks Datasets Tasks

Future Link Prediction research benchmarks · SOTA2 Research

Future Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SocialEvolution inductive

98AP

89

Jul 7, 2026

MOOC (inductive)

93.8AP

88

Jul 7, 2026

Wikipedia (inductive)

99.2AP

57

Jul 7, 2026

Synthetic Dataset w/ OOD

70.12AUC

30

Feb 26, 2026

82.7AUC

10

Feb 26, 2026

92.37AUC

10

Feb 26, 2026

0.773AUC

10

Feb 26, 2026

0.794AUC

10

Feb 26, 2026

84.41AUC

10

Feb 26, 2026

COLLAB (w/o OOD)

92.45AUC

10

Feb 26, 2026

Synthetic Dataset w/o OOD

75.58AUC

10

Feb 26, 2026

COLLAB p=0.8 (test)

82.3AUC

8

Feb 26, 2026

COLLAB p=0.8 (train)

0.95AUC

8

Feb 26, 2026

COLLAB p=0.6 (test)

0.873AUC

8

Feb 26, 2026

COLLAB (p=0.6) (train)

94.52AUC

8

Feb 26, 2026

COLLAB p=0.4 (test)

0.883AUC

8

Feb 26, 2026

COLLAB p=0.4 (train)

0.93AUC

8

Feb 26, 2026

0.94AUPRC

7

May 28, 2026

mouse-gastrulation

95AUPRC

7

May 28, 2026

Popular datasets

COLLAB Yelp Synthetic dataset ACT Wikipedia

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